engram: shared memory for ai tools
mar 2026
ai tools don't share context. engram is an open-source MCP memory service with hybrid search (vector + BM25 + reverse HyDE), temporal versioning, and cross-tool attribution. the search pipeline, the architecture, and how to get agents to use it.
how we replaced power bi at a car-sharing startup
mar 2026
built a reporting platform over 14 months that replaced power bi. when replacing a bi tool makes sense, what drives adoption, and the architecture — from dashboards to ai-powered conversational data access.
i built a chrome extension that writes your jira tickets
mar 2026
built smartjira—a chrome extension that turns messy notes into structured jira tickets using AI. privacy-first, free, no backend. here's the build journey.
40 to 1,368: what a year of ai-assisted building taught me
jan 2026
my github contributions grew 3,320% in 2025. here's what i learned about building with ai, from abandoned projects to shipped products.
i built an mcp server to give claude access to reddit
dec 2025
saw a tweet about a reddit scraper, built an mcp server in 3 hours with claude code. no api keys, offline-first, lets claude research subreddits natively.
i made an ai agent to replace me for $8
dec 2025
building a slack bot that triages customer issues, searches jira, and creates tickets autonomously. 3 days from idea to production, 1-2 hours saved per week.